od_pair
large_string
alt_idx
int64
choice_set_size
int64
ivt_bus
float64
ivt_train
float64
ivt_gtx
float64
waiting_time
float64
transfer_walk_time
float64
num_transfers
int64
fare
int64
transport_category
large_string
total_duration
float64
in_vehicle_time
float64
walk_time
float64
access_time
float64
egress_time
float64
walk_distance
float64
total_distance
float64
bus_distance
float64
subway_distance
float64
gtx_distance
float64
has_bus
int64
has_train
int64
has_gtx
int64
n_matched
int64
n_total
int64
choice_prob
float64
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2
1,950
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289
489.1
32,626.5
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24,594.7
0
1
1
0
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0
1003_2802978
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1,950
bus+train
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26
467
678.7
35,115.1
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30,416.8
0
1
1
0
0
17
0
1003_2802978
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2,150
bus+train
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534
815.2
41,256.5
25,985.7
14,455.7
0
1
1
0
0
17
0
1003_2802978
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16
1,044
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0
302
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1
1,950
bus+train
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542
767.4
34,423.1
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30,416.8
0
1
1
0
0
17
0
1003_2802978
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16
1,354
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317
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1
1,950
bus+train
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489
820.2
32,178.3
2,958.8
28,399.3
0
1
1
0
0
17
0
1003_2802978
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16
3,779
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2
2,050
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485
723.7
35,933
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0
1
1
0
0
17
0
1003_2802978
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567
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2
1,950
bus+train
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1
1
0
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0
1003_2802984
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2
1,950
bus+train
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5
140.3
33,149.9
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1
1
0
0
15
0
1003_2802984
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1
1,950
bus+train
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26
223
442.5
32,461.3
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0
1
1
0
0
15
0
1003_2802984
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912
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687
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1,950
bus+train
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26
5
181.2
32,756.1
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1
1
0
10
15
0.666667
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1,492
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1,950
bus+train
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26
102
276.2
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1
1
0
5
15
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2,050
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26
154
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39,944.6
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1
1
0
0
15
0
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1
1
0
0
15
0
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1,950
bus+train
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422
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292
504.6
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1
1
0
0
15
0
1003_2802984
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15
881
2,640
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1
1,950
bus+train
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26
393
646.7
33,204.8
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0
1
1
0
0
15
0
1003_2802984
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15
1,607
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1
1,950
bus+train
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26
330
570.8
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1
1
0
0
15
0
1003_2802984
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15
1,631
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170
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1,950
bus+train
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330
629.1
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1
1
0
0
15
0
1003_2802984
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15
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527
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1
1,950
bus+train
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639
26
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764.9
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0
1
1
0
0
15
0
1003_2802984
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15
1,641
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337
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1
2,050
bus+train
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603
26
455
721.8
35,865.1
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0
1
1
0
0
15
0
1003_2802984
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15
1,658
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353
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1
1,950
bus+train
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4,118
651
26
455
780
33,808.9
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0
1
1
0
0
15
0
1003_2802984
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15
857
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621
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2
1,950
bus+train
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639
26
491
763.4
33,514.3
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29,732.2
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1
1
0
0
15
0
1003_2802984
14
15
1,239
2,850
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322
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2,050
bus+train
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744
26
528
890.9
37,582.4
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1
1
0
0
15
0
1003_2803006
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18
1,449
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1
1,950
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26
1
176.8
34,157.9
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1
1
0
1
16
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18
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1,950
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26
1
395.5
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1
1
0
12
16
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18
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533
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1
1,950
bus+train
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26
398
595.7
34,048.1
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1
1
0
0
16
0
1003_2803006
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18
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1,950
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357
552.8
31,796.6
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1
1
0
0
16
0
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18
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1,950
bus+train
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344
587.3
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1
1
0
0
16
0
1003_2803006
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18
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1
1,950
bus+train
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466
26
318
556.6
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0
1
1
0
0
16
0
1003_2803006
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18
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692
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1
1,950
bus+train
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352
598
34,267.1
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29,732.2
0
1
1
0
0
16
0
1003_2803006
7
18
993
2,460
0
478
304
2
1,950
bus+train
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3,453
596
26
266
712.3
31,259.5
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27,715.2
0
1
1
0
0
16
0
1003_2803006
8
18
1,308
2,640
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692
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1
1,950
bus+train
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3,948
565
26
417
676
34,250.4
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0
1
1
0
0
16
0
1003_2803006
9
18
1,100
2,640
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692
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1
1,950
bus+train
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3,740
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26
466
734.9
33,689.1
3,222
29,732.2
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1
1
0
0
16
0
1003_2803006
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18
2,434
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1
2,050
bus+train
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26
496
693.4
39,652.6
22,638.5
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1
1
0
0
16
0
1003_2803006
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18
1,151
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489
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3
1,950
bus+train
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26
318
775.3
31,954.9
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1
1
0
0
16
0
1003_2803006
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18
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0
692
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1
1,950
bus+train
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701
26
553
838.6
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1
1
0
0
16
0
1003_2803006
13
18
959
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489
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1,950
bus+train
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417
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1
1
0
0
16
0
1003_2803006
14
18
1,133
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478
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2
1,950
bus+train
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1
1
0
0
16
0
1003_2803006
15
18
1,818
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2,050
bus+train
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4,668
620
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404
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37,735.2
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1
1
0
3
16
0.1875
1003_2803006
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18
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924
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2
2,050
bus+train
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693
26
477
830.4
38,049
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1
1
0
0
16
0
1003_2803006
17
18
1,742
2,850
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924
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2
2,050
bus+train
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4,592
730
26
514
874.2
37,735.7
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1
1
0
0
16
0
1003_2803087
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498
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622
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1
1,950
bus+train
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26
2
192.2
33,428.6
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1
1
0
1
14
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1003_2803087
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539
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1,950
bus+train
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26
2
230.5
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1
1
0
9
14
0.642857
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529
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1,950
bus+train
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26
2
223.5
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1
1
0
0
14
0
1003_2803087
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620
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1,950
bus+train
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26
173
335.2
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1
1
0
0
14
0
1003_2803087
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900
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2
1,950
bus+train
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26
110
412
30,986.2
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1
1
0
0
14
0
1003_2803087
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611
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1,950
bus+train
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26
281
437.5
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1
1
0
2
14
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387
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1,950
bus+train
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1
1
0
0
14
0
1003_2803087
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419
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1,950
bus+train
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565.5
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1
1
0
0
14
0
1003_2803087
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518
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1,950
bus+train
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509
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317
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1
1
0
1
14
0.071429
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1,207
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1,950
bus+train
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26
303
630.1
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1
1
0
1
14
0.071429
1003_2803087
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23
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60
1
1,950
bus+train
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411
592.5
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1
1
0
0
14
0
1003_2803087
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23
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622
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1
1,950
bus+train
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26
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665.9
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1
1
0
0
14
0
1003_2803087
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23
862
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1,950
bus+train
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602
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378
719.8
31,156.1
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1
1
0
0
14
0
1003_2803087
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23
350
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1,950
bus+train
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26
411
720.4
31,158.2
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1
1
0
0
14
0
1003_2803087
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540
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1
1,950
bus+train
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534
26
426
638.7
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1
1
0
0
14
0
1003_2803087
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667
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1,950
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588
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1
1
0
0
14
0
1003_2803087
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797
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1,950
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1
1
0
0
14
0
1003_2803087
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23
523
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1,950
bus+train
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530
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1
1
0
0
14
0
1003_2803087
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632
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1,950
bus+train
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635
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411
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1
1
0
0
14
0
1003_2803087
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23
634
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0
472
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1
1,950
bus+train
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663
26
523
792.7
34,210.9
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0
1
1
0
0
14
0
1003_2803087
20
23
738
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412
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1
1,950
bus+train
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657
26
517
786.5
34,387.5
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1
1
0
0
14
0
1003_2803087
21
23
818
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1
1,950
bus+train
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621
26
535
743
33,071.6
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1
1
0
0
14
0
1003_2803087
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23
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1
1,950
bus+train
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695
26
535
832.7
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1
1
0
0
14
0
1003_2803219
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258
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1,950
bus+train
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168
26
1
199.3
33,031.5
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32,044.2
0
1
1
0
13
13
1
1003_2803219
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9
167
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552
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1
1,950
bus+train
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496
26
329
592.3
33,133.3
496.8
32,044.2
0
1
1
0
0
13
0
1003_2803219
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9
357
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552
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1,950
bus+train
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516
26
349
616.8
33,759
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32,044.2
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1
1
0
0
13
0
1003_2803219
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298
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1,950
bus+train
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1
1
0
0
13
0
1003_2803219
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1,950
bus+train
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33,400.6
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1
1
0
0
13
0
1003_2803219
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1,950
bus+train
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624
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484
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1
1
0
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13
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1003_2803219
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432
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1,950
bus+train
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1
1
0
0
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0
1003_2803219
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214
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1,950
bus+train
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836
33,483.5
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1
1
0
0
13
0
1003_2803219
8
9
300
2,850
0
796
217
1
1,950
bus+train
4,673
3,150
727
26
484
869.9
33,782.6
868.5
32,044.2
0
1
1
0
0
13
0
1003_2803254
0
8
323
2,850
0
683
190
1
1,950
bus+train
4,074
3,173
218
26
2
260.2
32,985.2
680.9
32,044.2
0
1
1
0
25
28
0.892857
1003_2803254
1
8
154
2,850
0
683
190
1
1,950
bus+train
4,188
3,004
501
26
285
599
33,072.9
429.7
32,044.2
0
1
1
0
0
28
0
1003_2803254
2
8
357
2,850
0
896
75
2
1,950
bus+train
4,489
3,207
386
26
285
461
33,088.3
583.2
32,044.2
0
1
1
0
2
28
0.071429
1003_2803254
3
8
268
2,850
0
776
190
1
1,950
bus+train
4,408
3,118
514
26
298
614.8
33,326.3
667.4
32,044.2
0
1
1
0
0
28
0
1003_2803254
4
8
774
2,640
0
765
60
1
1,950
bus+train
4,734
3,414
555
26
469
663.3
32,699.4
2,303.9
29,732.2
0
1
1
0
1
28
0.035714
1003_2803254
5
8
421
2,850
0
683
190
1
1,950
bus+train
4,569
3,271
615
26
399
736.6
33,816.9
1,036.1
32,044.2
0
1
1
0
0
28
0
1003_2803254
6
8
389
2,850
0
712
190
1
1,950
bus+train
4,570
3,239
619
26
403
741.8
33,804.5
1,018.6
32,044.2
0
1
1
0
0
28
0
1003_2803254
7
8
450
2,850
0
712
190
1
1,950
bus+train
4,660
3,300
648
26
432
775.5
34,059.5
1,239.8
32,044.2
0
1
1
0
0
28
0
1003_2803258
0
9
317
2,850
0
857
190
1
1,950
bus+train
4,242
3,167
218
26
2
259.9
33,340.1
1,036.1
32,044.2
0
1
1
0
16
16
1
1003_2803258
1
9
392
2,850
0
917
190
1
1,950
bus+train
4,677
3,242
518
26
302
618.6
33,988.7
1,326
32,044.2
0
1
1
0
0
16
0
1003_2803258
2
9
374
2,850
0
909
190
1
1,950
bus+train
4,716
3,224
583
26
367
698.3
33,982.3
1,239.8
32,044.2
0
1
1
0
0
16
0
1003_2803258
3
9
241
2,850
0
857
190
1
1,950
bus+train
4,565
3,091
617
26
401
738.6
33,463.6
680.9
32,044.2
0
1
1
0
0
16
0
1003_2803258
4
9
451
2,850
0
909
190
1
1,950
bus+train
4,825
3,301
615
26
399
736.8
34,466.7
1,685.8
32,044.2
0
1
1
0
0
16
0
1003_2803258
5
9
418
2,850
0
1,092
190
1
1,950
bus+train
4,966
3,268
606
26
390
724.4
34,349.3
1,580.7
32,044.2
0
1
1
0
0
16
0
1003_2803258
6
9
432
2,850
0
1,201
82
2
1,950
bus+train
5,023
3,282
540
26
432
644.4
33,852.2
1,163.6
32,044.2
0
1
1
0
0
16
0
1003_2803258
7
9
322
2,850
0
969
190
1
1,950
bus+train
4,893
3,172
752
26
536
899.8
33,962.5
1,018.6
32,044.2
0
1
1
0
0
16
0
1003_2803258
8
9
57
2,850
0
862
389
1
1,950
bus+train
4,565
2,907
796
26
381
953.1
33,224.2
226.9
32,044.2
0
1
1
0
0
16
0
1003_2803286
0
14
617
2,640
0
719
60
2
1,950
bus+train
4,063
3,257
87
26
1
101.8
32,100.1
2,266.1
29,732.2
0
1
1
0
0
13
0
1003_2803286
1
14
476
2,640
0
713
60
1
1,950
bus+train
4,237
3,116
408
26
322
486.6
32,100.1
1,881.3
29,732.2
0
1
1
0
0
13
0
1003_2803286
2
14
804
2,640
0
1,149
60
1
1,950
bus+train
4,680
3,444
87
26
1
101.8
32,116.2
2,282.1
29,732.2
0
1
1
0
13
13
1
1003_2803286
3
14
642
2,640
0
999
60
2
1,950
bus+train
4,536
3,282
255
26
169
303.1
32,391
2,355.7
29,732.2
0
1
1
0
0
13
0
1003_2803286
4
14
791
2,640
0
719
60
2
1,950
bus+train
4,446
3,431
296
26
210
352.4
32,536.5
2,451.8
29,732.2
0
1
1
0
0
13
0
1003_2803286
5
14
523
2,850
0
1,119
190
1
1,950
bus+train
4,794
3,373
302
26
86
361.3
34,802
2,396.6
32,044.2
0
1
1
0
0
13
0
1003_2803286
6
14
978
2,640
0
1,149
60
1
1,950
bus+train
5,063
3,618
296
26
210
352.4
32,552.5
2,467.8
29,732.2
0
1
1
0
0
13
0
1003_2803286
7
14
537
2,640
0
897
60
2
1,950
bus+train
4,411
3,177
337
26
251
402.4
32,213.2
2,078.6
29,732.2
0
1
1
0
0
13
0
1003_2803286
8
14
919
2,640
0
965
60
1
1,950
bus+train
5,067
3,559
543
26
457
648.8
33,238.7
2,857.7
29,732.2
0
1
1
0
0
13
0
1003_2803286
9
14
613
2,640
0
897
60
2
1,950
bus+train
4,745
3,253
595
26
509
711.5
32,799.3
2,355.6
29,732.2
0
1
1
0
0
13
0
1003_2803286
10
14
479
2,850
0
822
190
1
1,950
bus+train
4,824
3,329
673
26
457
805.7
34,838.8
1,988.9
32,044.2
0
1
1
0
0
13
0